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Established in 2020 in "Silicon Fen" (Cambridge, UK), KRAI are the purveyors of premium benchmarking and optimization solutions tailored for engineering ultra-efficient and cost-effective AI Systems for enterprise. The KRAI team led by Dr Anton Lokhmotov has participated in all 10 out of 10 MLPerf® Inference competition rounds, a feat achieved by only 3 other submitters out of 70+ since 2018. Crucially, KRAI's open-source technologies, KILT for efficient and scalable inference and X for reproducible workflow automation, have been honed and battle-tested over the years through thousands of submissions from KRAI's customers such as Qualcomm, Google, Untether AI, Hewlett Packard Enterprise, Dell Technologies and Lenovo.